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Record W7128236769 · doi:10.3138/ccar.v11i1.3

L’étape du Recouvrement en Matière de Recours Collectif : Les Enjeux et les Objectifs Sociaux

2015· article· en· W7128236769 on OpenAlexaboutno aff
David T. Stolow, Robert Kugler

Bibliographic record

VenueCanadian Class Action Review · 2015
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicDispute Resolution and Class Actions
Canadian institutionsnot available
Fundersnot available
KeywordsPunitive damagesCollective actionConfusionAuthorizationAction (physics)Class (philosophy)Subject (documents)

Abstract

fetched live from OpenAlex

In Quebec, a class action has three stages: (1) authorization, (2) the trial of the questions of law and fact to be dealt with collectively (if authorization is granted), and (3) recovery or individual claims (if the action is maintained and if the collective questions are answered in favour of the plaintiff). Over the years and, in particular, subsequent to the 2003 amendments to Quebec's Code of Civil Procedure, much has been written about the authorization stage, whose criteria are less stringent than in other Canadian jurisdictions. The recovery stage, which has attracted less attention, is a critical step for class action plaintiffs, defendants, and members of the class. This article examines the recovery stage and, more particularly, the principal modes of recovery — which are often subject to confusion — including the circumstances under which they apply and the tendencies in this respect, having regard to the social purpose of class actions. This article also examines, at the recovery stage, the role played by the Fonds d'aide aux recours collectifs and the interaction between the mode of collective recovery and claims for punitive damages.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.733
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0040.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.093
GPT teacher head0.314
Teacher spread0.221 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreOther

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2015
Admission routes1
Has abstractyes

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